Electrical Engineering and Computer Science Scholarly Works: Recent submissions
Now showing items 21-40 of 306
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Femtosecond Pulse Temporal Overlap Estimation and Adjustment in SSFS-Based CARS System
(Institute of Electrical and Electronics Engineers, 2019-09-10)We present and verify a residual-pump-based temporal overlap estimation method in soliton self-frequency shift-based coherent anti-Stokes Raman scattering system. The residual pump light, output by a highly nonlinear ... -
Dictionary Representation of Deep Features for Occlusion-Robust Face Recognition
(Institute of Electrical and Electronics Engineers, 2019-02-25)Deep learning has achieved exciting results in face recognition; however, the accuracy is still unsatisfying for occluded faces. To improve the robustness for occluded faces, this paper proposes a novel deep dictionary ... -
Reduced Data Sets and Entropy-Based Discretization
(MDPI, 2019-10-28)Results of experiments on numerical data sets discretized using two methods—global versions of Equal Frequency per Interval and Equal Interval Width-are presented. Globalization of both methods is based on entropy. For ... -
GRASP2: Fast and memory-efficient gene-centric assembly and homolog search for metagenomic sequencing data
(BMC, 2019-06-06)Background A crucial task in metagenomic analysis is to annotate the function and taxonomy of the sequencing reads generated from a microbiome sample. In general, the reads can either be assembled into contigs and searched ... -
Reduced Data Sets and Entropy-Based Discretization
(MDPI, 2019-10-28)Results of experiments on numerical data sets discretized using two methods—global versions of Equal Frequency per Interval and Equal Interval Width-are presented. Globalization of both methods is based on entropy. For ... -
Identification of the Bacterial Biosynthetic Gene Clusters of the Oral Microbiome Illuminates the Unexplored Social Language of Bacteria during Health and Disease
(American Society for Microbiology, 2019-04-16)Small molecules are the primary communication media of the microbial world. Recent bioinformatic studies, exploring the biosynthetic gene clusters (BGCs) which produce many small molecules, have highlighted the incredible ... -
GRASP2: Fast and memory-efficient gene-centric assembly and homolog search for metagenomic sequencing data
(BMC, 2019-06-06)Background A crucial task in metagenomic analysis is to annotate the function and taxonomy of the sequencing reads generated from a microbiome sample. In general, the reads can either be assembled into contigs and searched ... -
A comparative study on polyp classification using convolutional neural networks
(Public Library of Science, 2020-07-30)Colorectal cancer is the third most common cancer diagnosed in both men and women in the United States. Most colorectal cancers start as a growth on the inner lining of the colon or rectum, called ‘polyp’. Not all polyps ... -
Training an Actor-Critic Reinforcement Learning Controller for Arm Movement Using Human-Generated Rewards
(Institute of Electrical and Electronics Engineers, 2017-05-02)Functional Electrical Stimulation (FES) employs neuroprostheses to apply electrical current to the nerves and muscles of individuals paralyzed by spinal cord injury (SCI) to restore voluntary movement. Neuroprosthesis ... -
3D cell culture stimulates the secretion of in vivo like extracellular vesicles
(Nature Research, 2019-09-10)For studying cellular communications ex-vivo, a two-dimensional (2D) cell culture model is currently used as the “gold standard”. 2D culture models are also widely used in the study of RNA expression profiles from tumor ... -
Qub: A Resource Aware Functional Programming Language
(2020-03-15)Managing resources---file handles, database connections, etc.---is a hard problem. Debugging resource leaks and runtime errors due to resource mismanagement are difficult in evolving production code. Programming languages ... -
RES-Q: Robust Outlier Detection Algorithm for Fundamental Matrix Estimation
(Institute of Electrical and Electronics Engineers, 2018-08-30)Detection of outliers present in noisy images for an accurate fundamental matrix estimation is an important research topic in the field of 3-D computer vision. Although a lot of research is conducted in this domain, not ... -
Homography Estimation Based on Order-Preserving Constraint and Similarity Measurement
(Institute of Electrical and Electronics Engineers, 2018-05-17)Homography is an important concept that has been extensively applied in many computer vision applications. However, accurate estimation of the homography is still a challenging problem. The classical approaches for robust ... -
Torque Ripple Minimization for a Permanent Magnet Synchronous Motor Using a Modified Quasi-Z-Source Inverter
(IEEE, 2018-07-04)This paper presents a torque ripple minimization method for a permanent magnet synchronous motor (PMSM) drive system that utilizes a modified quasi-Z-source (qZS) inverter. The proposed modified qZS network is designed by ... -
Fault-Tolerant Space Vector Modulation for Modular Multilevel Converters With Bypassed Faulty Submodules
(IEEE, 2018-08-01)This paper develops a modulation based fault-tolerant (FT) strategy for restoring the operation of three-phase modular multilevel converters (MMCs) with faulty switches. This FT strategy is based on a proposed modified ... -
Homography Estimation Based on Order-Preserving Constraint and Similarity Measurement
(IEEE, 2018-05-17)Homography is an important concept that has been extensively applied in many computer vision applications. However, accurate estimation of the homography is still a challenging problem. The classical approaches for robust ... -
Multi-channel and multi-polarization radar measurements around the NEEM site
(European Geosciences Union, 2018-08-16)Ice properties inferred from multi-polarization measurements, such as birefringence and crystal orientation fabric (COF), can provide insight into ice strain, viscosity, and ice flow. In 2008, the Center for Remote Sensing ... -
Digital Phase Noise Compensation for DSCM-Based Superchannel Transmission System With Quantum Dot Passive Mode-Locked Laser
(Institute of Electrical and Electronics Engineers, 2018-05-28)We propose a simplified digital phase noise compensation technique for a Nyquist pulse-shaped digital subcarrier multiplexed (DSCM) coherent optical transmission system, employing an optical frequency comb based on Quantum ... -
Plasmonic parametric resonance
(American Physical Society, 2018-02-07)We introduce the concept of plasmonic parametric resonance (PPR) as a novel way to amplify high angular momentum plasmonic modes of nanoparticles by means of a simple uniform optical pump. In analogy with parametric ... -
Research and Education in Computational Science and Engineering
(SIAM, 2018-08-08)This report presents challenges, opportunities, and directions for computational science and engineering (CSE) research and education for the next decade. Over the past two decades the field of CSE has penetrated both basic ...